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Updated: May 9, 2026

Air-sampled Filter Analysis for Endotoxins and DNA Content
Published on: March 7, 2016
Evaluation of the repeatability and reproducibility of a suite of qPCR-based microbial source tracking methods
Darcy L Ebentier1, Kaitlyn T Hanley, Yiping Cao
1Department of Civil and Environmental Engineering, University of California Los Angeles, 5732 Boelter Hall, Los Angeles, CA 90095, USA.
Abstract:
Many PCR-based methods for microbial source tracking (MST) have been developed and validated within individual research laboratories. Inter-laboratory validation of these methods, however, has been minimal, and the effects of protocol standardization regimes have not been thoroughly evaluated. Knowledge of factors influencing PCR in different laboratories is vital to future technology transfer for use of MST methods as a tool for water quality management. In this study, a blinded set of 64 filters (containing 32 duplicate samples generated from 12 composite fecal sources) were analyzed by three to five core laboratories with a suite of PCR-based methods utilizing standardized reagents and protocols. Repeatability (intra-laboratory variability) and reproducibility (inter-laboratory variability) of observed results were assessed. When standardized methodologies were used, intra- and inter-laboratory %CVs were generally low (median %CV 0.1-3.3% and 1.9-7.1%, respectively) and comparable to those observed in similar inter-laboratory validation studies performed on other methods of quantifying fecal indicator bacteria (FIB) in environmental samples. ANOVA of %CV values found three human-associated methods (BsteriF1, BacHum, and HF183Taqman) to be similarly reproducible (p > 0.05) and significantly more reproducible (p < 0.05) than HumM2. This was attributed to the increased variability associated with low target concentrations detected by HumM2 (approximately 1-2 log10copies/filter lower) compared to other human-associated methods. Cow-associated methods (BacCow and CowM2) were similarly reproducible (p > 0.05). When using standardized protocols, variance component analysis indicated sample type (fecal source and concentration) to be the major contributor to total variability with that from replicate filters and inter-laboratory analysis to be within the same order of magnitude but larger than inherent intra-laboratory variability. However, when reagents and protocols were not standardized, inter-laboratory %CV generally increased with a corresponding decline in reproducibility. Overall, these findings verify the repeatability and reproducibility of these MST methods and highlight the need for standardization of protocols and consumables prior to implementation of larger scale MST studies involving multiple laboratories.
Insights
Standardizing microbial source tracking (MST) PCR methods improves consistency across labs. This validation study shows that standardized protocols lead to reliable results for water quality management.
Area of Science:
- Environmental microbiology
- Molecular biology
- Water quality assessment
Background:
- Microbial source tracking (MST) methods using PCR are widely developed but lack inter-laboratory validation.
- Standardization of protocols and reagents is crucial for reliable technology transfer and water quality management applications.
- Understanding factors affecting PCR performance across different laboratories is vital for MST method implementation.
Purpose of the Study:
- To assess the repeatability and reproducibility of PCR-based MST methods across multiple laboratories.
- To evaluate the impact of standardized reagents and protocols on MST method performance.
- To identify factors influencing variability in PCR-based microbial source tracking.
Main Methods:
- A blinded study involving 64 filters (32 duplicates from 12 fecal sources) analyzed by 3-5 core laboratories.
- Utilized a suite of PCR-based microbial source tracking methods with standardized reagents and protocols.
- Assessed intra-laboratory (repeatability) and inter-laboratory (reproducibility) variability using %CV and ANOVA.
Main Results:
- Standardized methodologies yielded low intra- and inter-laboratory %CVs (median 0.1-3.3% and 1.9-7.1%), comparable to fecal indicator bacteria quantification studies.
- Three human-associated methods (BsteriF1, BacHum, HF183Taqman) showed similar and higher reproducibility than HumM2, likely due to target concentration differences.
- Sample type (fecal source, concentration) was the primary variability contributor under standardized conditions; non-standardized protocols increased inter-laboratory %CV and reduced reproducibility.
Conclusions:
- The study verifies the repeatability and reproducibility of the evaluated microbial source tracking PCR methods.
- Standardization of protocols and consumables is essential for reliable, large-scale MST studies involving multiple laboratories.
- Consistent MST methods are critical for effective water quality management and accurate source identification.
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